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Data-driven forward-inverse problems of the 2-coupled mixed derivative nonlinear Schrödinger equation using deep learning

Wei-Xin Qiu, Kai-Li Geng, Bo-Wei Zhu, Wei Liu, Jitao Li, Chao‐Qing Dai

2024Nonlinear Dynamics42 citationsDOI

Topics & Concepts

Nonlinear systemSolitonStability (learning theory)Artificial neural networkApplied mathematicsGenerator (circuit theory)Partial differential equationPhysical systemComputer scienceMathematicsPhysicsArtificial intelligenceMathematical analysisMachine learningQuantum mechanicsPower (physics)Model Reduction and Neural NetworksFluid Dynamics and Vibration AnalysisFluid Dynamics and Turbulent Flows
Data-driven forward-inverse problems of the 2-coupled mixed derivative nonlinear Schrödinger equation using deep learning | Litcius